import numpy as np
from jsonpath import jsonpath
import json
import pandas as pd

path = {
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            "province": "江西",
            "town": "南城县",
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    "status": 0
}

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    ],
    "message": "操作成功"
}

a = jsonpath(path, "*..zipcode")  # *表示所有节点  ..表示任意路径
print(a)
print("==========================================================")
b = jsonpath(path, "$..address")
print(b)

c = jsonpath(testTaobao, "$..tradeGrowthRange..value")
print(c)
print("★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★★")
# aliJsonData = json.loads(testLengthDifferent)
aliJson = testLengthDifferent['data']

# start
itemIdLength = len(jsonpath(aliJson, "$..itemId..value"))
pictUrlLength = len(jsonpath(aliJson, "$..item..pictUrl"))
detailUrlLength = len(jsonpath(aliJson, "$..detailUrl"))
goodstitleLength = len(jsonpath(aliJson, "$..item..title"))
tradeIndexLength = len(jsonpath(aliJson, "$..tradeIndex..value"))
tradeGrowthRangeLength = len(jsonpath(aliJson, "$..tradeGrowthRange..value"))
payRateIndexLength = len(jsonpath(aliJson, "$..payRateIndex..value"))
cateRankIdLength = len(jsonpath(aliJson, "$..cateRankId..value"))
shoptitleLength = len(jsonpath(aliJson, "$..shop..title"))
userIdLength = len(jsonpath(aliJson, "$..item..userId"))
lenthArray = [itemIdLength, pictUrlLength, detailUrlLength, goodstitleLength, tradeIndexLength,
              tradeGrowthRangeLength, payRateIndexLength, cateRankIdLength, shoptitleLength, userIdLength]
averageNumber = np.mean(lenthArray)
npArray = np.array(lenthArray)
missArray = npArray[npArray < averageNumber]

for l in missArray:
    x = np.where(lenthArray == l)
    for m in x[0]:
        if m == 0:
            for n in range(0, len(aliJson)):
                if 'value' not in aliJson[n]['itemId']:
                    aliJson[n]['item']['value'] = ''
        elif m == 1:
            for n in range(0, len(aliJson)):
                if 'pictUrl' not in aliJson[n]['item']:
                    aliJson[n]['item']['pictUrl'] = ''
        elif m == 2:
            for n in range(0, len(aliJson)):
                if 'detailUrl' not in aliJson[n]['item']:
                    aliJson[n]['item']['detailUrl'] = ''
        elif m == 3:
            for n in range(0, len(aliJson)):
                if 'title' not in aliJson[n]['item']:
                    aliJson[n]['item']['title'] = ''
        elif m == 4:
            for n in range(0, len(aliJson)):
                if 'value' not in aliJson[n]['tradeIndex']:
                    aliJson[n]['tradeIndex']['value'] = ''
        elif m == 5:
            for n in range(0, len(aliJson)):
                if 'value' not in aliJson[n]['tradeGrowthRange']:
                    aliJson[n]['tradeGrowthRange']['value'] = ''
        elif m == 6:
            for n in range(0, len(aliJson)):
                if 'value' not in aliJson[n]['payRateIndex']:
                    aliJson[n]['payRateIndex']['value'] = ''
        elif m == 7:
            for n in range(0, len(aliJson)):
                if 'value' not in aliJson[n]['cateRankId']:
                    aliJson[n]['cateRankId']['value'] = ''
        elif m == 8:
            for n in range(0, len(aliJson)):
                if 'title' not in aliJson[n]['shop']:
                    aliJson[n]['shop']['title'] = ''
        elif m == 9:
            for n in range(0, len(aliJson)):
                if 'userId' not in aliJson[n]['item']:
                    aliJson[n]['item']['userId'] = ''

jsonDf = {'itemId': jsonpath(aliJson, "$..itemId..value"),
          'pictUrl': jsonpath(aliJson, "$..item..pictUrl"),
          'detailUrl': jsonpath(aliJson, "$..detailUrl"),
          'goodstitle': jsonpath(aliJson, "$..item..title"),

          'tradeIndex': jsonpath(aliJson, "$..tradeIndex..value"),
          'tradeGrowthRange': jsonpath(aliJson, "$..tradeGrowthRange..value"),
          'payRateIndex': jsonpath(aliJson, "$..payRateIndex..value"),
          'cateRankId': jsonpath(aliJson, "$..cateRankId..value"),
          'shoptitle': jsonpath(aliJson, "$..shop..title"),
          'userId': jsonpath(aliJson, "$..item..userId")
          }
df = pd.read_json(json.dumps(jsonDf))
